Machine Learning
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Contrastive Learning
Quick Definition
Self-supervised learning by contrasting data pairs
Full Definition
A self-supervised approach learning representations by contrasting positive pairs against negative pairs.
Examples
SimCLR, MoCo, self-supervised pre-training
Related Terms
self-supervised-learning
representation-learning
More Machine Learning Terms
CatBoost
Gradient boosting library with native categorical feature support
Feature Engineering
Creating and transforming input variables to improve performance
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Kernel Trick
Transforming data to higher dimensions for linear separability
Feature Selection
Identifying the most relevant features for model training
Logistic Regression
Statistical model estimating binary outcome probabilities